Pith Number

pith:MAGTIFKJ

pith:2026:MAGTIFKJIQPLJZKPIOJHIHM6O6

not attested not anchored not stored refs pending

Vulnerability of Natural Language Classifiers to Evolutionary Generated Adversarial Text

Alexander E. I. Brownlee, Manjinder Singh, Mohamed Elawady

arxiv:2606.27215 v1 · 2026-06-25 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MAGTIFKJIQPLJZKPIOJHIHM6O6}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-26T01:16:13.787902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

600d341549441eb4e54f4392741d9e778c8d195b55a9f6d55851b069950e0481

Aliases

arxiv: 2606.27215 · arxiv_version: 2606.27215v1 · doi: 10.48550/arxiv.2606.27215 · pith_short_12: MAGTIFKJIQPL · pith_short_16: MAGTIFKJIQPLJZKP · pith_short_8: MAGTIFKJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MAGTIFKJIQPLJZKPIOJHIHM6O6 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 600d341549441eb4e54f4392741d9e778c8d195b55a9f6d55851b069950e0481

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ee0e9d54cacd3e46a9e469b3027be9e91194c2bd277c95edc2d874ff1cab3fc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-25T16:05:38Z",
    "title_canon_sha256": "ca3966e687c68866bb8fb0edda9ffead04ffae13ea8f47673194954289519445"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27215",
    "kind": "arxiv",
    "version": 1
  }
}